Chicago Restaurant Data

Dataset statistics

Number of variables	17
Number of observations	109020
Missing cells	44386
Missing cells (%)	2.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	14.1 MiB
Average record size in memory	136.0 B

Variable types

Numeric	5
Text	8
Categorical	3
DateTime	1

Alerts

`Latitude` is highly overall correlated with `State`	High correlation
`Longitude` is highly overall correlated with `State`	High correlation
`State` is highly overall correlated with `Latitude` and 1 other fields	High correlation
`State` is highly imbalanced (99.9%)	Imbalance
`Facility Type` has 1667 (1.5%) missing values	Missing
`Violations` has 40526 (37.2%) missing values	Missing
`Zip` is highly skewed (γ1 = -72.30505907)	Skewed
`Inspection ID` has unique values	Unique

Reproduction

Analysis started	2024-02-15 22:29:51.152152
Analysis finished	2024-02-15 22:30:56.446482
Duration	1 minute and 5.29 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

Inspection ID
Real number (ℝ)

UNIQUE

Distinct	109020
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2218833.6

Minimum	44255
Maximum	2589384
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	851.8 KiB

Quantile statistics

Minimum	44255
5-th percentile	670471.6
Q1	2222462.8
median	2373464.5
Q3	2557003.2
95-th percentile	2583318
Maximum	2589384
Range	2545129
Interquartile range (IQR)	334540.5

Descriptive statistics

Standard deviation	539887.33
Coefficient of variation (CV)	0.24332034
Kurtosis	4.5164173
Mean	2218833.6
Median Absolute Deviation (MAD)	181312
Skewness	-2.2418915
Sum	2.4189723 × 10¹¹
Variance	2.9147833 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2589380	1	< 0.1%
2484494	1	< 0.1%
2456923	1	< 0.1%
2472308	1	< 0.1%
2472812	1	< 0.1%
2463593	1	< 0.1%
2472815	1	< 0.1%
2492602	1	< 0.1%
2493183	1	< 0.1%
2492394	1	< 0.1%
Other values (109010)	109010	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44255	1	< 0.1%
48219	1	< 0.1%
48220	1	< 0.1%
48221	1	< 0.1%
48223	1	< 0.1%
52241	1	< 0.1%
52253	1	< 0.1%
52258	1	< 0.1%
52261	1	< 0.1%
54225	1	< 0.1%

Value	Count	Frequency (%)
2589384	1	< 0.1%
2589383	1	< 0.1%
2589380	1	< 0.1%
2589377	1	< 0.1%
2589376	1	< 0.1%
2589375	1	< 0.1%
2589373	1	< 0.1%
2589370	1	< 0.1%
2589369	1	< 0.1%
2589362	1	< 0.1%

DBA Name
Text

Distinct	23936
Distinct (%)	22.0%
Missing	0
Missing (%)	0.0%
Memory size	851.8 KiB

Length

Max length	79
Median length	47
Mean length	18.75599
Min length	1

Characters and Unicode

Total characters	2044778
Distinct characters	84
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7116 ?
Unique (%)	6.5%

Sample

1st row	E Z MARKET, INC.
2nd row	JOHNNIE'S PIZZA
3rd row	Divan Chicago
4th row	SUBWAY
5th row	Burke

Value	Count	Frequency (%)
	10136	3.1%
inc	10115	3.1%
restaurant	5659	1.7%
the	4695	1.4%
food	4194	1.3%
cafe	3571	1.1%
chicago	3517	1.1%
llc	3332	1.0%
grill	2912	0.9%
and	2897	0.9%
Other values (15617)	280444	84.6%

Most occurring characters

Value	Count	Frequency (%)
	224210	11.0%
A	168937	8.3%
E	167836	8.2%
R	120881	5.9%
I	118880	5.8%
O	118820	5.8%
N	112975	5.5%
S	111772	5.5%
T	101530	5.0%
C	96556	4.7%
Other values (74)	702381	34.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1664339	81.4%
Space Separator	224210	11.0%
Lowercase Letter	71210	3.5%
Other Punctuation	49685	2.4%
Decimal Number	30209	1.5%
Dash Punctuation	3703	0.2%
Open Punctuation	603	< 0.1%
Close Punctuation	603	< 0.1%
Math Symbol	208	< 0.1%
Modifier Symbol	3	< 0.1%
Other values (2)	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	168937	10.2%
E	167836	10.1%
R	120881	7.3%
I	118880	7.1%
O	118820	7.1%
N	112975	6.8%
S	111772	6.7%
T	101530	6.1%
C	96556	5.8%
L	90466	5.4%
Other values (16)	455686	27.4%

Lowercase Letter

Value	Count	Frequency (%)
e	8788	12.3%
a	7540	10.6%
o	6203	8.7%
n	5789	8.1%
r	5606	7.9%
i	4930	6.9%
t	4454	6.3%
l	4413	6.2%
s	3697	5.2%
c	2901	4.1%
Other values (16)	16889	23.7%

Other Punctuation

Value	Count	Frequency (%)
'	16338	32.9%
.	9461	19.0%
&	8177	16.5%
,	6941	14.0%
#	5934	11.9%
/	2233	4.5%
@	402	0.8%
!	138	0.3%
?	29	0.1%
:	13	< 0.1%
Other values (4)	19	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	4619	15.3%
1	4420	14.6%
3	3882	12.9%
7	2963	9.8%
5	2831	9.4%
0	2637	8.7%
4	2625	8.7%
8	2341	7.7%
6	2096	6.9%
9	1795	5.9%

Space Separator

Value	Count	Frequency (%)
	224210	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3703	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	603	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	603	100.0%

Math Symbol

Value	Count	Frequency (%)
+	208	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	3	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1735549	84.9%
Common	309229	15.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	168937	9.7%
E	167836	9.7%
R	120881	7.0%
I	118880	6.8%
O	118820	6.8%
N	112975	6.5%
S	111772	6.4%
T	101530	5.9%
C	96556	5.6%
L	90466	5.2%
Other values (42)	526896	30.4%

Common

Value	Count	Frequency (%)
	224210	72.5%
'	16338	5.3%
.	9461	3.1%
&	8177	2.6%
,	6941	2.2%
#	5934	1.9%
2	4619	1.5%
1	4420	1.4%
3	3882	1.3%
-	3703	1.2%
Other values (22)	21544	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2044778	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	224210	11.0%
A	168937	8.3%
E	167836	8.2%
R	120881	5.9%
I	118880	5.8%
O	118820	5.8%
N	112975	5.5%
S	111772	5.5%
T	101530	5.0%
C	96556	4.7%
Other values (74)	702381	34.3%

AKA Name
Text

Distinct	22732
Distinct (%)	21.0%
Missing	662
Missing (%)	0.6%
Memory size	851.8 KiB

Length

Max length	79
Median length	46
Mean length	17.778198
Min length	2

Characters and Unicode

Total characters	1926410
Distinct characters	85
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6626 ?
Unique (%)	6.1%

Sample

1st row	E Z MARKET, INC.
2nd row	JOHNNIE'S PIZZA
3rd row	Divan Chicago
4th row	SUBWAY
5th row	Burke

Value	Count	Frequency (%)
	9325	3.0%
restaurant	5249	1.7%
inc	4643	1.5%
the	4537	1.5%
food	4019	1.3%
cafe	3846	1.2%
grill	2902	0.9%
school	2893	0.9%
and	2779	0.9%
center	2605	0.8%
Other values (14905)	268689	86.3%

Most occurring characters

Value	Count	Frequency (%)
	205181	10.7%
A	163854	8.5%
E	163069	8.5%
R	115833	6.0%
O	113506	5.9%
S	109040	5.7%
I	108388	5.6%
N	103587	5.4%
T	97690	5.1%
C	85397	4.4%
Other values (75)	660865	34.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1587848	82.4%
Space Separator	205181	10.7%
Lowercase Letter	66926	3.5%
Other Punctuation	40337	2.1%
Decimal Number	19076	1.0%
Dash Punctuation	3562	0.2%
Open Punctuation	1639	0.1%
Close Punctuation	1625	0.1%
Math Symbol	207	< 0.1%
Connector Punctuation	5	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	8436	12.6%
a	6999	10.5%
o	5729	8.6%
n	5267	7.9%
r	5179	7.7%
i	4705	7.0%
l	4436	6.6%
t	4130	6.2%
s	3309	4.9%
c	2672	4.0%
Other values (17)	16064	24.0%

Uppercase Letter

Value	Count	Frequency (%)
A	163854	10.3%
E	163069	10.3%
R	115833	7.3%
O	113506	7.1%
S	109040	6.9%
I	108388	6.8%
N	103587	6.5%
T	97690	6.2%
C	85397	5.4%
L	84045	5.3%
Other values (16)	443439	27.9%

Other Punctuation

Value	Count	Frequency (%)
'	16710	41.4%
&	7854	19.5%
.	5625	13.9%
/	3386	8.4%
#	3173	7.9%
,	3113	7.7%
@	302	0.7%
!	128	0.3%
?	28	0.1%
:	10	< 0.1%
Other values (2)	8	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	3170	16.6%
2	3038	15.9%
3	2518	13.2%
7	2031	10.6%
5	1733	9.1%
4	1683	8.8%
0	1564	8.2%
6	1203	6.3%
8	1161	6.1%
9	975	5.1%

Open Punctuation

Value	Count	Frequency (%)
(	1638	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1624	99.9%
]	1	0.1%

Space Separator

Value	Count	Frequency (%)
	205181	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3562	100.0%

Math Symbol

Value	Count	Frequency (%)
+	207	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	3	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1654774	85.9%
Common	271636	14.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	163854	9.9%
E	163069	9.9%
R	115833	7.0%
O	113506	6.9%
S	109040	6.6%
I	108388	6.6%
N	103587	6.3%
T	97690	5.9%
C	85397	5.2%
L	84045	5.1%
Other values (43)	510365	30.8%

Common

Value	Count	Frequency (%)
	205181	75.5%
'	16710	6.2%
&	7854	2.9%
.	5625	2.1%
-	3562	1.3%
/	3386	1.2%
#	3173	1.2%
1	3170	1.2%
,	3113	1.1%
2	3038	1.1%
Other values (22)	16824	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1926405	> 99.9%
None	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	205181	10.7%
A	163854	8.5%
E	163069	8.5%
R	115833	6.0%
O	113506	5.9%
S	109040	5.7%
I	108388	5.6%
N	103587	5.4%
T	97690	5.1%
C	85397	4.4%
Other values (74)	660860	34.3%

None

Value	Count	Frequency (%)
ñ	5	100.0%

License #
Real number (ℝ)

Distinct	31377
Distinct (%)	28.8%
Missing	7
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1957467.2

Minimum	0
Maximum	9999999
Zeros	284
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	851.8 KiB

Quantile statistics

Minimum	0
5-th percentile	22715
Q1	1716434
median	2263388
Q3	2594751
95-th percentile	2846208
Maximum	9999999
Range	9999999
Interquartile range (IQR)	878317

Descriptive statistics

Standard deviation	917542.97
Coefficient of variation (CV)	0.4687399
Kurtosis	0.29765273
Mean	1957467.2
Median Absolute Deviation (MAD)	368912
Skewness	-1.1955034
Sum	2.1338937 × 10¹¹
Variance	8.418851 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	284	0.3%
2594606	31	< 0.1%
22971	26	< 0.1%
2423912	26	< 0.1%
2510903	25	< 0.1%
1271546	25	< 0.1%
1042888	24	< 0.1%
1095992	23	< 0.1%
60184	23	< 0.1%
2738649	21	< 0.1%
Other values (31367)	108505	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	284	0.3%
2	3	< 0.1%
9	5	< 0.1%
40	4	< 0.1%
43	1	< 0.1%
62	4	< 0.1%
85	1	< 0.1%
104	1	< 0.1%
115	3	< 0.1%
139	1	< 0.1%

Value	Count	Frequency (%)
9999999	1	< 0.1%
4076132	2	< 0.1%
4075924	2	< 0.1%
4075688	1	< 0.1%
4075628	2	< 0.1%
4075597	1	< 0.1%
4075446	1	< 0.1%
4075357	2	< 0.1%
4075346	1	< 0.1%
4075345	1	< 0.1%

Facility Type
Text

MISSING

Distinct	385
Distinct (%)	0.4%
Missing	1667
Missing (%)	1.5%
Memory size	851.8 KiB

Length

Max length	47
Median length	10
Mean length	11.251721
Min length	3

Characters and Unicode

Total characters	1207906
Distinct characters	68
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	118 ?
Unique (%)	0.1%

Sample

1st row	Grocery Store
2nd row	Restaurant
3rd row	Restaurant
4th row	School
5th row	Restaurant

Value	Count	Frequency (%)
restaurant	74081	50.5%
store	12332	8.4%
grocery	12245	8.4%
school	6958	4.7%
facility	3168	2.2%
services	3153	2.2%
daycare	3128	2.1%
children's	3120	2.1%
2	2877	2.0%
years	2874	2.0%
Other values (363)	22689	15.5%

Most occurring characters

Value	Count	Frequency (%)
a	167079	13.8%
t	165646	13.7%
r	133020	11.0%
e	127275	10.5%
s	85024	7.0%
n	84366	7.0%
R	76183	6.3%
u	74661	6.2%
o	45726	3.8%
	39276	3.3%
Other values (58)	209650	17.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	997991	82.6%
Uppercase Letter	158020	13.1%
Space Separator	39276	3.3%
Decimal Number	4947	0.4%
Other Punctuation	3453	0.3%
Open Punctuation	1462	0.1%
Close Punctuation	1462	0.1%
Dash Punctuation	1294	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	76183	48.2%
S	24212	15.3%
G	13083	8.3%
C	6278	4.0%
F	4432	2.8%
D	4095	2.6%
A	3620	2.3%
Y	3311	2.1%
T	3204	2.0%
U	2703	1.7%
Other values (16)	16899	10.7%

Lowercase Letter

Value	Count	Frequency (%)
a	167079	16.7%
t	165646	16.6%
r	133020	13.3%
e	127275	12.8%
s	85024	8.5%
n	84366	8.5%
u	74661	7.5%
o	45726	4.6%
c	28880	2.9%
y	19986	2.0%
Other values (14)	66328	6.6%

Decimal Number

Value	Count	Frequency (%)
2	2914	58.9%
6	1301	26.3%
1	249	5.0%
5	213	4.3%
8	206	4.2%
0	28	0.6%
3	27	0.5%
4	8	0.2%
7	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
'	3153	91.3%
/	271	7.8%
&	18	0.5%
.	11	0.3%

Space Separator

Value	Count	Frequency (%)
	39276	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1462	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1462	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1294	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1156011	95.7%
Common	51895	4.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	167079	14.5%
t	165646	14.3%
r	133020	11.5%
e	127275	11.0%
s	85024	7.4%
n	84366	7.3%
R	76183	6.6%
u	74661	6.5%
o	45726	4.0%
c	28880	2.5%
Other values (40)	168151	14.5%

Common

Value	Count	Frequency (%)
	39276	75.7%
'	3153	6.1%
2	2914	5.6%
(	1462	2.8%
)	1462	2.8%
6	1301	2.5%
-	1294	2.5%
/	271	0.5%
1	249	0.5%
5	213	0.4%
Other values (8)	300	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1207906	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	167079	13.8%
t	165646	13.7%
r	133020	11.0%
e	127275	10.5%
s	85024	7.0%
n	84366	7.0%
R	76183	6.3%
u	74661	6.2%
o	45726	3.8%
	39276	3.3%
Other values (58)	209650	17.4%

Risk
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	39
Missing (%)	< 0.1%
Memory size	851.8 KiB

Risk 1 (High)	81922
Risk 2 (Medium)	18819
Risk 3 (Low)	8198
All	42

Length

Max length	15
Median length	13
Mean length	13.266285
Min length	3

Characters and Unicode

Total characters	1445773
Distinct characters	23
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Risk 2 (Medium)
2nd row	Risk 2 (Medium)
3rd row	Risk 1 (High)
4th row	Risk 1 (High)
5th row	Risk 1 (High)

Common Values

Value	Count	Frequency (%)
Risk 1 (High)	81922	75.1%
Risk 2 (Medium)	18819	17.3%
Risk 3 (Low)	8198	7.5%
All	42	< 0.1%
(Missing)	39	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
risk	108939	33.3%
1	81922	25.1%
high	81922	25.1%
2	18819	5.8%
medium	18819	5.8%
3	8198	2.5%
low	8198	2.5%
all	42	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	217878	15.1%
i	209680	14.5%
R	108939	7.5%
s	108939	7.5%
k	108939	7.5%
(	108939	7.5%
)	108939	7.5%
1	81922	5.7%
H	81922	5.7%
g	81922	5.7%
Other values (13)	227754	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	683158	47.3%
Uppercase Letter	217920	15.1%
Space Separator	217878	15.1%
Open Punctuation	108939	7.5%
Close Punctuation	108939	7.5%
Decimal Number	108939	7.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	209680	30.7%
s	108939	15.9%
k	108939	15.9%
g	81922	12.0%
h	81922	12.0%
d	18819	2.8%
m	18819	2.8%
u	18819	2.8%
e	18819	2.8%
o	8198	1.2%
Other values (2)	8282	1.2%

Uppercase Letter

Value	Count	Frequency (%)
R	108939	50.0%
H	81922	37.6%
M	18819	8.6%
L	8198	3.8%
A	42	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	81922	75.2%
2	18819	17.3%
3	8198	7.5%

Space Separator

Value	Count	Frequency (%)
	217878	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	108939	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	108939	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	901078	62.3%
Common	544695	37.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	209680	23.3%
R	108939	12.1%
s	108939	12.1%
k	108939	12.1%
H	81922	9.1%
g	81922	9.1%
h	81922	9.1%
d	18819	2.1%
m	18819	2.1%
u	18819	2.1%
Other values (7)	62358	6.9%

Common

Value	Count	Frequency (%)
	217878	40.0%
(	108939	20.0%
)	108939	20.0%
1	81922	15.0%
2	18819	3.5%
3	8198	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1445773	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	217878	15.1%
i	209680	14.5%
R	108939	7.5%
s	108939	7.5%
k	108939	7.5%
(	108939	7.5%
)	108939	7.5%
1	81922	5.7%
H	81922	5.7%
g	81922	5.7%
Other values (13)	227754	15.8%

Address
Text

Distinct	18062
Distinct (%)	16.6%
Missing	1
Missing (%)	< 0.1%
Memory size	851.8 KiB

Length

Max length	52
Median length	40
Mean length	18.618039
Min length	1

Characters and Unicode

Total characters	2029720
Distinct characters	69
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4008 ?
Unique (%)	3.7%

Sample

1st row	6421 S DR MARTIN LUTHER KING JR DR
2nd row	6558 S WESTERN AVE
3rd row	868 N FRANKLIN ST
4th row	1608 W 59TH ST
5th row	5356 S DR MARTIN LUTHER KING JR DR

Value	Count	Frequency (%)
ave	50189	11.4%
w	42910	9.7%
st	39756	9.0%
n	32864	7.4%
s	24343	5.5%
e	8859	2.0%
rd	6410	1.5%
clark	3867	0.9%
western	2766	0.6%
halsted	2657	0.6%
Other values (8105)	227016	51.4%

Most occurring characters

Value	Count	Frequency (%)
	440115	21.7%
E	123686	6.1%
A	117531	5.8%
S	100627	5.0%
N	85405	4.2%
T	83647	4.1%
1	82585	4.1%
0	67335	3.3%
R	65324	3.2%
W	63367	3.1%
Other values (59)	800098	39.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1048665	51.7%
Decimal Number	491243	24.2%
Space Separator	440115	21.7%
Lowercase Letter	33270	1.6%
Dash Punctuation	11563	0.6%
Close Punctuation	2186	0.1%
Open Punctuation	2186	0.1%
Other Punctuation	491	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	123686	11.8%
A	117531	11.2%
S	100627	9.6%
N	85405	8.1%
T	83647	8.0%
R	65324	6.2%
W	63367	6.0%
V	60374	5.8%
L	50557	4.8%
O	45848	4.4%
Other values (16)	252299	24.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3708	11.1%
e	3529	10.6%
t	3051	9.2%
n	2836	8.5%
r	2772	8.3%
o	2529	7.6%
i	2465	7.4%
l	2313	7.0%
h	1684	5.1%
s	1355	4.1%
Other values (14)	7028	21.1%

Decimal Number

Value	Count	Frequency (%)
1	82585	16.8%
0	67335	13.7%
2	59815	12.2%
3	59617	12.1%
5	57077	11.6%
4	48972	10.0%
6	36294	7.4%
7	30628	6.2%
9	24478	5.0%
8	24442	5.0%

Other Punctuation

Value	Count	Frequency (%)
/	276	56.2%
.	159	32.4%
&	47	9.6%
'	9	1.8%

Space Separator

Value	Count	Frequency (%)
	440115	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11563	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2186	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2186	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1081935	53.3%
Common	947785	46.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	123686	11.4%
A	117531	10.9%
S	100627	9.3%
N	85405	7.9%
T	83647	7.7%
R	65324	6.0%
W	63367	5.9%
V	60374	5.6%
L	50557	4.7%
O	45848	4.2%
Other values (40)	285569	26.4%

Common

Value	Count	Frequency (%)
	440115	46.4%
1	82585	8.7%
0	67335	7.1%
2	59815	6.3%
3	59617	6.3%
5	57077	6.0%
4	48972	5.2%
6	36294	3.8%
7	30628	3.2%
9	24478	2.6%
Other values (9)	40869	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2029720	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	440115	21.7%
E	123686	6.1%
A	117531	5.8%
S	100627	5.0%
N	85405	4.2%
T	83647	4.1%
1	82585	4.1%
0	67335	3.3%
R	65324	3.2%
W	63367	3.1%
Other values (59)	800098	39.4%

City
Text

Distinct	62
Distinct (%)	0.1%
Missing	84
Missing (%)	0.1%
Memory size	851.8 KiB

Length

Max length	19
Median length	7
Mean length	7.0038004
Min length	5

Characters and Unicode

Total characters	762966
Distinct characters	42
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	< 0.1%

Sample

1st row	CHICAGO
2nd row	CHICAGO
3rd row	CHICAGO
4th row	CHICAGO
5th row	CHICAGO

Value	Count	Frequency (%)
chicago	108777	99.8%
cchicago	20	< 0.1%
schaumburg	13	< 0.1%
park	12	< 0.1%
evanston	10	< 0.1%
maywood	10	< 0.1%
chicagochicago	9	< 0.1%
grove	9	< 0.1%
elk	8	< 0.1%
village	8	< 0.1%
Other values (60)	107	0.1%

Most occurring characters

Value	Count	Frequency (%)
C	217420	28.5%
A	108689	14.2%
O	108678	14.2%
I	108668	14.2%
H	108642	14.2%
G	108640	14.2%
c	299	< 0.1%
a	235	< 0.1%
o	235	< 0.1%
i	234	< 0.1%
Other values (32)	1226	0.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	761443	99.8%
Lowercase Letter	1465	0.2%
Space Separator	47	< 0.1%
Decimal Number	6	< 0.1%
Other Punctuation	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	217420	28.6%
A	108689	14.3%
O	108678	14.3%
I	108668	14.3%
H	108642	14.3%
G	108640	14.3%
E	104	< 0.1%
L	84	< 0.1%
R	76	< 0.1%
N	66	< 0.1%
Other values (15)	376	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	299	20.4%
a	235	16.0%
o	235	16.0%
i	234	16.0%
g	233	15.9%
h	223	15.2%
y	1	0.1%
w	1	0.1%
d	1	0.1%
l	1	0.1%
Other values (2)	2	0.1%

Decimal Number

Value	Count	Frequency (%)
3	2	33.3%
1	2	33.3%
2	2	33.3%

Space Separator

Value	Count	Frequency (%)
	47	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	762908	> 99.9%
Common	58	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	217420	28.5%
A	108689	14.2%
O	108678	14.2%
I	108668	14.2%
H	108642	14.2%
G	108640	14.2%
c	299	< 0.1%
a	235	< 0.1%
o	235	< 0.1%
i	234	< 0.1%
Other values (27)	1168	0.2%

Common

Value	Count	Frequency (%)
	47	81.0%
.	5	8.6%
3	2	3.4%
1	2	3.4%
2	2	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	762966	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	217420	28.5%
A	108689	14.2%
O	108678	14.2%
I	108668	14.2%
H	108642	14.2%
G	108640	14.2%
c	299	< 0.1%
a	235	< 0.1%
o	235	< 0.1%
i	234	< 0.1%
Other values (32)	1226	0.2%

State
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	43
Missing (%)	< 0.1%
Memory size	851.8 KiB

IL	108966
IN	7
CA	2
WI	1
NY	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	217954
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	IL
2nd row	IL
3rd row	IL
4th row	IL
5th row	IL

Common Values

Value	Count	Frequency (%)
IL	108966	> 99.9%
IN	7	< 0.1%
CA	2	< 0.1%
WI	1	< 0.1%
NY	1	< 0.1%
(Missing)	43	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
il	108966	> 99.9%
in	7	< 0.1%
ca	2	< 0.1%
wi	1	< 0.1%
ny	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
I	108974	50.0%
L	108966	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
W	1	< 0.1%
Y	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	217954	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	108974	50.0%
L	108966	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
W	1	< 0.1%
Y	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	217954	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	108974	50.0%
L	108966	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
W	1	< 0.1%
Y	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	217954	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	108974	50.0%
L	108966	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
W	1	< 0.1%
Y	1	< 0.1%

Zip
Real number (ℝ)

SKEWED

Distinct	108
Distinct (%)	0.1%
Missing	18
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	60628.02

Minimum	10014
Maximum	90504
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	851.8 KiB

Quantile statistics

Minimum	10014
5-th percentile	60605
Q1	60614
median	60625
Q3	60643
95-th percentile	60659
Maximum	90504
Range	80490
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	231.75877
Coefficient of variation (CV)	0.0038226346
Kurtosis	26713.735
Mean	60628.02
Median Absolute Deviation (MAD)	14
Skewness	-72.305059
Sum	6.6085755 × 10⁹
Variance	53712.126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60647	4119	3.8%
60614	3782	3.5%
60657	3698	3.4%
60608	3570	3.3%
60611	3442	3.2%
60618	3435	3.2%
60622	3270	3.0%
60607	3256	3.0%
60640	3054	2.8%
60625	3046	2.8%
Other values (98)	74330	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10014	1	< 0.1%
46319	1	< 0.1%
46394	1	< 0.1%
46410	5	< 0.1%
53061	1	< 0.1%
60007	8	< 0.1%
60018	2	< 0.1%
60035	3	< 0.1%
60047	1	< 0.1%
60053	1	< 0.1%

Value	Count	Frequency (%)
90504	1	< 0.1%
90067	1	< 0.1%
60827	104	0.1%
60805	2	< 0.1%
60804	2	< 0.1%
60714	3	< 0.1%
60707	628	0.6%
60706	3	< 0.1%
60666	1207	1.1%
60661	1413	1.3%

Inspection Date
Date

Distinct	3477
Distinct (%)	3.2%
Missing	1
Missing (%)	< 0.1%
Memory size	851.8 KiB

Minimum	2010-01-05 00:00:00
Maximum	2024-02-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Inspection Type
Text

Distinct	53
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	851.8 KiB

Length

Max length	40
Median length	7
Mean length	10.872801
Min length	3

Characters and Unicode

Total characters	1185331
Distinct characters	58
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	Canvass
2nd row	Complaint
3rd row	License
4th row	Canvass Re-Inspection
5th row	Canvass

Value	Count	Frequency (%)
canvass	66641	47.8%
re-inspection	23201	16.6%
license	21222	15.2%
complaint	17207	12.3%
non-inspection	2804	2.0%
short	2794	2.0%
form	2794	2.0%
suspected	329	0.2%
food	329	0.2%
poisoning	329	0.2%
Other values (56)	1704	1.2%

Most occurring characters

Value	Count	Frequency (%)
s	182081	15.4%
n	161800	13.7%
a	150999	12.7%
e	93638	7.9%
C	84057	7.1%
v	66715	5.6%
i	65906	5.6%
o	53902	4.5%
c	48311	4.1%
t	47273	4.0%
Other values (48)	230649	19.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	962891	81.2%
Uppercase Letter	165649	14.0%
Space Separator	30336	2.6%
Dash Punctuation	26165	2.2%
Decimal Number	273	< 0.1%
Open Punctuation	6	< 0.1%
Close Punctuation	6	< 0.1%
Other Punctuation	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	84057	50.7%
I	26198	15.8%
R	23552	14.2%
L	21405	12.9%
F	3358	2.0%
S	3181	1.9%
N	2885	1.7%
P	345	0.2%
T	258	0.2%
O	124	0.1%
Other values (13)	286	0.2%

Lowercase Letter

Value	Count	Frequency (%)
s	182081	18.9%
n	161800	16.8%
a	150999	15.7%
e	93638	9.7%
v	66715	6.9%
i	65906	6.8%
o	53902	5.6%
c	48311	5.0%
t	47273	4.9%
p	43837	4.6%
Other values (12)	48429	5.0%

Decimal Number

Value	Count	Frequency (%)
4	74	27.1%
1	70	25.6%
7	66	24.2%
5	58	21.2%
0	3	1.1%
8	2	0.7%

Other Punctuation

Value	Count	Frequency (%)
/	2	40.0%
.	2	40.0%
'	1	20.0%

Space Separator

Value	Count	Frequency (%)
	30336	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26165	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1128540	95.2%
Common	56791	4.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	182081	16.1%
n	161800	14.3%
a	150999	13.4%
e	93638	8.3%
C	84057	7.4%
v	66715	5.9%
i	65906	5.8%
o	53902	4.8%
c	48311	4.3%
t	47273	4.2%
Other values (35)	173858	15.4%

Common

Value	Count	Frequency (%)
	30336	53.4%
-	26165	46.1%
4	74	0.1%
1	70	0.1%
7	66	0.1%
5	58	0.1%
(	6	< 0.1%
)	6	< 0.1%
0	3	< 0.1%
8	2	< 0.1%
Other values (3)	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1185331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	182081	15.4%
n	161800	13.7%
a	150999	12.7%
e	93638	7.9%
C	84057	7.1%
v	66715	5.6%
i	65906	5.6%
o	53902	4.5%
c	48311	4.1%
t	47273	4.0%
Other values (48)	230649	19.5%

Results
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	851.8 KiB

Pass	47651
Pass w/ Conditions	21866
Fail	18303
Out of Business	11617
No Entry	6983
Other values (2)	2599

Length

Max length	20
Median length	4
Mean length	8.3595887
Min length	4

Characters and Unicode

Total characters	911354
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Out of Business
2nd row	No Entry
3rd row	Not Ready
4th row	Pass
5th row	Pass

Common Values

Value	Count	Frequency (%)
Pass	47651	43.7%
Pass w/ Conditions	21866	20.1%
Fail	18303	16.8%
Out of Business	11617	10.7%
No Entry	6983	6.4%
Not Ready	2559	2.3%
Business Not Located	40	< 0.1%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pass	69517	37.5%
w	21866	11.8%
conditions	21866	11.8%
fail	18303	9.9%
business	11657	6.3%
out	11617	6.3%
of	11617	6.3%
no	6983	3.8%
entry	6983	3.8%
not	2599	1.4%
Other values (2)	2599	1.4%

Most occurring characters

Value	Count	Frequency (%)
s	195871	21.5%
a	90419	9.9%
	76588	8.4%
i	73692	8.1%
P	69517	7.6%
o	64971	7.1%
n	62372	6.8%
t	43105	4.7%
d	24465	2.7%
u	23274	2.6%
Other values (16)	187080	20.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	660776	72.5%
Uppercase Letter	152124	16.7%
Space Separator	76588	8.4%
Other Punctuation	21866	2.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	195871	29.6%
a	90419	13.7%
i	73692	11.2%
o	64971	9.8%
n	62372	9.4%
t	43105	6.5%
d	24465	3.7%
u	23274	3.5%
w	21866	3.3%
l	18303	2.8%
Other values (5)	42438	6.4%

Uppercase Letter

Value	Count	Frequency (%)
P	69517	45.7%
C	21866	14.4%
F	18303	12.0%
B	11657	7.7%
O	11617	7.6%
N	9582	6.3%
E	6983	4.6%
R	2559	1.7%
L	40	< 0.1%

Space Separator

Value	Count	Frequency (%)
	76588	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	21866	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	812900	89.2%
Common	98454	10.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	195871	24.1%
a	90419	11.1%
i	73692	9.1%
P	69517	8.6%
o	64971	8.0%
n	62372	7.7%
t	43105	5.3%
d	24465	3.0%
u	23274	2.9%
w	21866	2.7%
Other values (14)	143348	17.6%

Common

Value	Count	Frequency (%)
	76588	77.8%
/	21866	22.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	911354	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	195871	21.5%
a	90419	9.9%
	76588	8.4%
i	73692	8.1%
P	69517	7.6%
o	64971	7.1%
n	62372	6.8%
t	43105	4.7%
d	24465	2.7%
u	23274	2.6%
Other values (16)	187080	20.5%

Violations
Text

MISSING

Distinct	67922
Distinct (%)	99.2%
Missing	40526
Missing (%)	37.2%
Memory size	851.8 KiB

Length

Max length	10885
Median length	4590
Mean length	1169.4307
Min length	30

Characters and Unicode

Total characters	80098984
Distinct characters	101
Distinct categories	15 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	67538 ?
Unique (%)	98.6%

Sample

1st row	57. ALL FOOD EMPLOYEES HAVE FOOD HANDLER TRAINING - Comments: 2-102.13 : OBSERVED NO FOOD HANDLERS TRAINING FOR ALL EMPLOYEES MUST PROVIDE AND MAINTAIN.
2nd row	51. PLUMBING INSTALLED; PROPER BACKFLOW DEVICES - Comments: OBSERVED MISSING COLD WATER KNOB ON HANDWASHING SINK IN OLDER INFANTS ROOM. FACILITY HAS ABILITY TO TURN COLD WATER ON EVEN THOUGH KNOB IS MISSING. INSTRUCTED TO REPAIR OR REPLACE COLD WATER KNOB ON HANDWASHING SINK IN OLDER INFANTS ROOM.
3rd row	38. INSECTS, RODENTS, & ANIMALS NOT PRESENT - Comments: OBSERVED REAR EXTERIOR DOORS LEADING TO PARKING LOT/DUMPSTER AREA TO HAVE 1/4 GAP AT BOTTOM. INSTRUCTED PERSON IN CHARGE TO REPAIR AND MAINTAIN FOR THE PREVENTION OF PEST ENTRY. \| 52. SEWAGE & WASTE WATER PROPERLY DISPOSED - Comments: FACILTY UNABLE TO LOCATE GREASE TRAP FOR CONVEYANCE OF WASTE WATER FROM DISHMACHINE. INSTRUCTED PERSON IN CHARGE TO LOCATE OR INSTALL GREASE TRAP.
4th row	57. ALL FOOD EMPLOYEES HAVE FOOD HANDLER TRAINING - Comments: 2-102.13 OBSERVED A FOOD HANDLING EMPLOYEE WITHOUT A VALID FOOD HANDLER CERTIFICATE. MANAGEMENT INSTRUCTED THAT ALL FOOD HANDLING EMPLOYEES MUST SHOW PROOF OF TRAINING.
5th row	51. PLUMBING INSTALLED; PROPER BACKFLOW DEVICES - Comments: 5-204.12--BACKFLOW PREVENTION DEVICE NOT LOCATED AT COFFEE ESPRESSO MACHINE. MUST INSTALL SO BACKFLOW PREVENTION DEVICE MAY BE LOCATED TO BE SERVICED AND MAINTAINED. \| 51. PLUMBING INSTALLED; PROPER BACKFLOW DEVICES - Comments: 5-205.15--OBSERVED WATER LEAK AT BASE OF FAUCET AT THE 3-COMPARTMENT SINK.INSTRUCTED TO REPAIR WATER PLUMBING LEAK AND MAINTAIN.

Value	Count	Frequency (%)
	736650	6.1%
and	464730	3.9%
comments	322436	2.7%
to	288826	2.4%
the	261783	2.2%
in	230942	1.9%
food	223257	1.9%
of	178259	1.5%
instructed	174764	1.5%
observed	164466	1.4%
Other values (80259)	8963615	74.6%

Most occurring characters

Value	Count	Frequency (%)
	12146236	15.2%
E	6706430	8.4%
O	4900493	6.1%
N	4815721	6.0%
I	4811748	6.0%
A	4721682	5.9%
T	4607610	5.8%
R	4061819	5.1%
S	3592893	4.5%
D	3191308	4.0%
Other values (91)	26543044	33.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	57937296	72.3%
Space Separator	12146249	15.2%
Lowercase Letter	4786138	6.0%
Other Punctuation	2362066	2.9%
Decimal Number	1763585	2.2%
Dash Punctuation	704925	0.9%
Math Symbol	246844	0.3%
Open Punctuation	72360	0.1%
Close Punctuation	71635	0.1%
Currency Symbol	5145	< 0.1%
Other values (5)	2741	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	6706430	11.6%
O	4900493	8.5%
N	4815721	8.3%
I	4811748	8.3%
A	4721682	8.1%
T	4607610	8.0%
R	4061819	7.0%
S	3592893	6.2%
D	3191308	5.5%
L	2598723	4.5%
Other values (16)	13928869	24.0%

Lowercase Letter

Value	Count	Frequency (%)
m	692212	14.5%
e	618989	12.9%
o	540866	11.3%
n	530044	11.1%
t	523584	10.9%
s	495541	10.4%
a	220043	4.6%
i	180611	3.8%
r	157829	3.3%
l	152972	3.2%
Other values (16)	673447	14.1%

Other Punctuation

Value	Count	Frequency (%)
.	1150721	48.7%
,	447449	18.9%
:	406126	17.2%
&	157372	6.7%
/	81748	3.5%
;	73887	3.1%
#	25240	1.1%
'	11451	0.5%
*	3886	0.2%
"	2292	0.1%
Other values (7)	1894	0.1%

Decimal Number

Value	Count	Frequency (%)
0	295409	16.8%
5	283646	16.1%
3	256524	14.5%
1	237285	13.5%
2	156170	8.9%
7	143345	8.1%
4	138293	7.8%
8	131467	7.5%
6	74015	4.2%
9	47431	2.7%

Math Symbol

Value	Count	Frequency (%)
\|	246742	> 99.9%
=	64	< 0.1%
+	29	< 0.1%
>	8	< 0.1%
<	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	72298	99.9%
[	60	0.1%
{	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	71588	99.9%
]	46	0.1%
}	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	12146236	> 99.9%
	13	< 0.1%

Control

Value	Count	Frequency (%)
	2703	> 99.9%
	1	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
`	4	66.7%
^	2	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	704925	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	5145	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18	100.0%

Other Symbol

Value	Count	Frequency (%)
°	9	100.0%

Other Letter

Value	Count	Frequency (%)
º	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	62723438	78.3%
Common	17375546	21.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	6706430	10.7%
O	4900493	7.8%
N	4815721	7.7%
I	4811748	7.7%
A	4721682	7.5%
T	4607610	7.3%
R	4061819	6.5%
S	3592893	5.7%
D	3191308	5.1%
L	2598723	4.1%
Other values (43)	18715011	29.8%

Common

Value	Count	Frequency (%)
	12146236	69.9%
.	1150721	6.6%
-	704925	4.1%
,	447449	2.6%
:	406126	2.3%
0	295409	1.7%
5	283646	1.6%
3	256524	1.5%
\|	246742	1.4%
1	237285	1.4%
Other values (38)	1200483	6.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80098946	> 99.9%
None	38	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12146236	15.2%
E	6706430	8.4%
O	4900493	6.1%
N	4815721	6.0%
I	4811748	6.0%
A	4721682	5.9%
T	4607610	5.8%
R	4061819	5.1%
S	3592893	4.5%
D	3191308	4.0%
Other values (86)	26543006	33.1%

None

Value	Count	Frequency (%)
	13	34.2%
°	9	23.7%
¶	7	18.4%
§	5	13.2%
º	4	10.5%

Latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	15843
Distinct (%)	14.6%
Missing	445
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	41.880527

Minimum	41.64467
Maximum	42.021064
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	851.8 KiB

Quantile statistics

Minimum	41.64467
5-th percentile	41.72676
Q1	41.834422
median	41.891591
Q3	41.939372
95-th percentile	41.99738
Maximum	42.021064
Range	0.37639412
Interquartile range (IQR)	0.10495047

Descriptive statistics

Standard deviation	0.080656113
Coefficient of variation (CV)	0.0019258619
Kurtosis	-0.33129913
Mean	41.880527
Median Absolute Deviation (MAD)	0.049444273
Skewness	-0.59074374
Sum	4547178.3
Variance	0.0065054085
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.0085364	1184	1.1%
41.78932932	395	0.4%
41.85045102	384	0.4%
41.88418751	258	0.2%
41.88199434	214	0.2%
41.89209414	188	0.2%
41.88807428	161	0.1%
41.88743405	152	0.1%
41.8552817	129	0.1%
41.75466012	127	0.1%
Other values (15833)	105383	96.7%
(Missing)	445	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41.64467013	5	< 0.1%
41.64566748	1	< 0.1%
41.64637082	2	< 0.1%
41.64655405	1	< 0.1%
41.64863829	5	< 0.1%
41.64868838	1	< 0.1%
41.64874251	2	< 0.1%
41.64881845	1	< 0.1%
41.64936399	7	< 0.1%
41.64940779	3	< 0.1%

Value	Count	Frequency (%)
42.02106425	12	< 0.1%
42.02086075	7	< 0.1%
42.02080848	6	< 0.1%
42.02008731	2	< 0.1%
42.01986688	8	< 0.1%
42.01958216	7	< 0.1%
42.019494	1	< 0.1%
42.01949107	12	< 0.1%
42.01948985	5	< 0.1%
42.01947448	3	< 0.1%

Longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	15843
Distinct (%)	14.6%
Missing	445
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	-87.675222

Minimum	-87.914428
Maximum	-87.525094
Zeros	0
Zeros (%)	0.0%
Negative	108575
Negative (%)	99.6%
Memory size	851.8 KiB

Quantile statistics

Minimum	-87.914428
5-th percentile	-87.776358
Q1	-87.706059
median	-87.665303
Q3	-87.634686
95-th percentile	-87.597958
Maximum	-87.525094
Range	0.3893343
Interquartile range (IQR)	0.071373634

Descriptive statistics

Standard deviation	0.057634269
Coefficient of variation (CV)	-0.00065736097
Kurtosis	2.3849904
Mean	-87.675222
Median Absolute Deviation (MAD)	0.03368083
Skewness	-1.0070217
Sum	-9519337.2
Variance	0.0033217089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-87.91442844	1184	1.1%
-87.74164564	395	0.4%
-87.65879786	384	0.4%
-87.64111967	258	0.2%
-87.63975868	214	0.2%
-87.61156988	188	0.2%
-87.6349552	161	0.1%
-87.68184949	152	0.1%
-87.63199264	129	0.1%
-87.74138476	127	0.1%
Other values (15833)	105383	96.7%
(Missing)	445	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-87.91442844	1184	1.1%
-87.91373767	1	< 0.1%
-87.90530913	11	< 0.1%
-87.88270766	2	< 0.1%
-87.86302998	8	< 0.1%
-87.84631989	6	< 0.1%
-87.84631558	2	< 0.1%
-87.8463105	1	< 0.1%
-87.84567442	7	< 0.1%
-87.8448585	10	< 0.1%

Value	Count	Frequency (%)
-87.52509414	4	< 0.1%
-87.52512485	8	< 0.1%
-87.52571243	3	< 0.1%
-87.5258717	8	< 0.1%
-87.5261364	5	< 0.1%
-87.52664793	9	< 0.1%
-87.52667081	4	< 0.1%
-87.52694018	7	< 0.1%
-87.52749847	2	< 0.1%
-87.52797024	8	< 0.1%

Location
Text

Distinct	15843
Distinct (%)	14.6%
Missing	445
Missing (%)	0.4%
Memory size	851.8 KiB

Length

Max length	40
Median length	39
Mean length	39.060087
Min length	34

Characters and Unicode

Total characters	4240949
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2312 ?
Unique (%)	2.1%

Sample

1st row	(41.77776928832673, -87.615417280148)
2nd row	(41.773871250304225, -87.68364377802502)
3rd row	(41.898570078701034, -87.63590300760663)
4th row	(41.786849792502515, -87.66480141216883)
5th row	(41.79679284535837, -87.61617809193172)

Value	Count	Frequency (%)
42.008536400868735	1184	0.5%
87.91442843927047	1184	0.5%
41.789329323265385	395	0.2%
87.74164564419637	395	0.2%
41.85045102427	384	0.2%
87.65879785567869	384	0.2%
41.884187507127805	258	0.1%
87.64111966683218	258	0.1%
41.88199433820508	214	0.1%
87.6397586848809	214	0.1%
Other values (31676)	212280	97.8%

Most occurring characters

Value	Count	Frequency (%)
8	440565	10.4%
7	434391	10.2%
4	406789	9.6%
1	374973	8.8%
6	368291	8.7%
9	325295	7.7%
5	297708	7.0%
2	288567	6.8%
3	282977	6.7%
0	261368	6.2%
Other values (6)	760025	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3480924	82.1%
Other Punctuation	325725	7.7%
Open Punctuation	108575	2.6%
Space Separator	108575	2.6%
Dash Punctuation	108575	2.6%
Close Punctuation	108575	2.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	440565	12.7%
7	434391	12.5%
4	406789	11.7%
1	374973	10.8%
6	368291	10.6%
9	325295	9.3%
5	297708	8.6%
2	288567	8.3%
3	282977	8.1%
0	261368	7.5%

Other Punctuation

Value	Count	Frequency (%)
.	217150	66.7%
,	108575	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	108575	100.0%

Space Separator

Value	Count	Frequency (%)
	108575	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	108575	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	108575	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4240949	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	440565	10.4%
7	434391	10.2%
4	406789	9.6%
1	374973	8.8%
6	368291	8.7%
9	325295	7.7%
5	297708	7.0%
2	288567	6.8%
3	282977	6.7%
0	261368	6.2%
Other values (6)	760025	17.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4240949	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	440565	10.4%
7	434391	10.2%
4	406789	9.6%
1	374973	8.8%
6	368291	8.7%
9	325295	7.7%
5	297708	7.0%
2	288567	6.8%
3	282977	6.7%
0	261368	6.2%
Other values (6)	760025	17.9%

Auto

Heatmap
Table

	Inspection ID	Latitude	License #	Longitude	Results	Risk	State	Zip
Inspection ID	1.000	-0.009	0.316	-0.001	0.142	0.079	0.000	-0.007
Latitude	-0.009	1.000	-0.022	-0.409	0.040	0.050	1.000	0.273
License #	0.316	-0.022	1.000	0.029	0.060	0.029	0.000	-0.023
Longitude	-0.001	-0.409	0.029	1.000	0.035	0.045	1.000	-0.405
Results	0.142	0.040	0.060	0.035	1.000	0.111	0.000	-0.013
Risk	0.079	0.050	0.029	0.045	0.111	1.000	0.008	-0.004
State	0.000	1.000	0.000	1.000	0.000	0.008	1.000	-0.017
Zip	-0.007	0.273	-0.023	-0.405	-0.013	-0.004	-0.017	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Inspection ID	DBA Name	AKA Name	License #	Facility Type	Risk	Address	City	State	Zip	Inspection Date	Inspection Type	Results	Violations	Latitude	Longitude	Location
0	2589380	E Z MARKET, INC.	E Z MARKET, INC.	2570023.0	Grocery Store	Risk 2 (Medium)	6421 S DR MARTIN LUTHER KING JR DR	CHICAGO	IL	60637.0	02/08/2024	Canvass	Out of Business	NaN	41.777769	-87.615417	(41.77776928832673, -87.615417280148)
1	2589355	JOHNNIE'S PIZZA	JOHNNIE'S PIZZA	2929271.0	Restaurant	Risk 2 (Medium)	6558 S WESTERN AVE	CHICAGO	IL	60636.0	02/08/2024	Complaint	No Entry	NaN	41.773871	-87.683644	(41.773871250304225, -87.68364377802502)
2	2589334	Divan Chicago	Divan Chicago	2943902.0	NaN	Risk 1 (High)	868 N FRANKLIN ST	CHICAGO	IL	60610.0	02/08/2024	License	Not Ready	NaN	41.898570	-87.635903	(41.898570078701034, -87.63590300760663)
3	2589332	SUBWAY	SUBWAY	2665377.0	Restaurant	Risk 1 (High)	1608 W 59TH ST	CHICAGO	IL	60636.0	02/08/2024	Canvass Re-Inspection	Pass	57. ALL FOOD EMPLOYEES HAVE FOOD HANDLER TRAINING - Comments: 2-102.13 : OBSERVED NO FOOD HANDLERS TRAINING FOR ALL EMPLOYEES MUST PROVIDE AND MAINTAIN.	41.786850	-87.664801	(41.786849792502515, -87.66480141216883)
4	2589341	Burke	Burke	22411.0	School	Risk 1 (High)	5356 S DR MARTIN LUTHER KING JR DR	CHICAGO	IL	60615.0	02/08/2024	Canvass	Pass	NaN	41.796793	-87.616178	(41.79679284535837, -87.61617809193172)
5	2589328	MORITAS TACOS INC.	MORITAS TACOS INC.	2757311.0	Restaurant	Risk 1 (High)	11436 S MICHIGAN AVE	CHICAGO	IL	60628.0	02/07/2024	Canvass	Out of Business	NaN	41.686017	-87.620976	(41.68601702970069, -87.62097609686657)
6	2589282	CONTEMPORARY PRESCHOOL LLC	CONTEMPORARY PRESCHOOL LLC	2501524.0	Children's Services Facility	Risk 1 (High)	1400 N LAKE SHORE DR	CHICAGO	IL	60610.0	02/07/2024	License	Pass	51. PLUMBING INSTALLED; PROPER BACKFLOW DEVICES - Comments: OBSERVED MISSING COLD WATER KNOB ON HANDWASHING SINK IN OLDER INFANTS ROOM. FACILITY HAS ABILITY TO TURN COLD WATER ON EVEN THOUGH KNOB IS MISSING. INSTRUCTED TO REPAIR OR REPLACE COLD WATER KNOB ON HANDWASHING SINK IN OLDER INFANTS ROOM.	41.907909	-87.625946	(41.90790946673667, -87.62594577820322)
7	2589279	LOS MANGOS	LOS MANGOS	2757143.0	Restaurant	Risk 1 (High)	5923 W 63RD ST	CHICAGO	IL	60638.0	02/07/2024	Canvass	Out of Business	NaN	41.777782	-87.769973	(41.77778201293689, -87.76997257726937)
8	2589257	LITTLE JOE'S CIRCLE LOUNGE INC	LITTLE JOE'S CIRCLE LOUNGE INC	319.0	Restaurant	Risk 1 (High)	1041 W TAYLOR ST	CHICAGO	IL	60607.0	02/06/2024	Non-Inspection	No Entry	NaN	41.869371	-87.652781	(41.86937117592203, -87.65278082182138)
9	2589255	LA CATEDRAL EXPRESS	LA CATEDRAL EXPRESS	2951472.0	Restaurant	Risk 1 (High)	4720 S CALIFORNIA AVE	CHICAGO	IL	60632.0	02/06/2024	License	Pass	38. INSECTS, RODENTS, & ANIMALS NOT PRESENT - Comments: OBSERVED REAR EXTERIOR DOORS LEADING TO PARKING LOT/DUMPSTER AREA TO HAVE 1/4 GAP AT BOTTOM. INSTRUCTED PERSON IN CHARGE TO REPAIR AND MAINTAIN FOR THE PREVENTION OF PEST ENTRY. \| 52. SEWAGE & WASTE WATER PROPERLY DISPOSED - Comments: FACILTY UNABLE TO LOCATE GREASE TRAP FOR CONVEYANCE OF WASTE WATER FROM DISHMACHINE. INSTRUCTED PERSON IN CHARGE TO LOCATE OR INSTALL GREASE TRAP.	41.807634	-87.694334	(41.80763360212086, -87.69433411628155)

	Inspection ID	DBA Name	AKA Name	License #	Facility Type	Risk	Address	City	State	Zip	Inspection Date	Inspection Type	Results	Violations	Latitude	Longitude	Location
109010	2181228	SIMPLY SOUPS SALADS & SANDWICHES	SIMPLY SOUPS SALADS & SANDWICHES	2222369.0	Restaurant	Risk 1 (High)	635 E 47TH ST	CHICAGO	IL	60653.0	06/12/2018	Canvass	Fail	2. FACILITIES TO MAINTAIN PROPER TEMPERATURE - Comments: Observed Facility cold holding units not maintaining 40 degrees F or below. 2 door prep reach in cooler on north wall 49.1 degrees F, 2 door prep cooler on east wall 51.8 degrees F. Instructed person in charge to repair units and maintain proper cold holding temperatures of 40 degrees f or below. Tagged both units. CRITICAL VIOLATION 7-38-005A \| 3. POTENTIALLY HAZARDOUS FOOD MEETS TEMPERATURE REQUIREMENT DURING STORAGE, PREPARATION DISPLAY AND SERVICE - Comments: Observed potentially hazardous food not meeting temperature requirements of 40 degrees F or below. cut tomato 55.4F, chicken 56.7F, hard boiled eggs 48.9, salmon 53.6 in prep cooler on east wall, cooked pork 48.9F, chicken 51.1F cooked salmon 52.0F, turkey 44.6F in 2 door prep reach in cooler on north wall, wedding soup 53.6F, in 2 door reach cooler on south wall. Person in charge voluntary discarded food items. CRITICAL VIOLATION 7-38-005A \| 6. HANDS WASHED AND CLEANED, GOOD HYGIENIC PRACTICES; NO BARE HAND CONTACT WITH READY-TO-EAT FOODS. - Comments: Observed food handler utilized bare hand contact on ready to eat food, prepping sandwiches and handling clean cut leafy greens with bare hands. Food handler voluntary discarded food items contacted with bare hands. Critical Violation 7-38-010A \| 29. PREVIOUS MINOR VIOLATION(S) CORRECTED 7-42-090 - Comments: Observed previous minor violation not corrected from previous inspection 2098652 performed on 10-12-17. #35 CLEAN WALL VENT ABOVE 3-COMPARTMENT SINK AND ALL CEILING VENTS(DUST BUILDUP). CLEAN WALLS BEHIND PANINI MACHINES. REPLACE STAINED CEIING TILES IN LOBBY. #43 STORE WASH CLOTHS IN SANITIZING SOLUTION AT THE REQUIRED PPM. #45 PROVIDE FOOD HANDLER TRAINING FOR ALL EMPLOYEES. Must repair, correct and maintain. Serious Violation 7-42-090 \| 40. REFRIGERATION AND METAL STEM THERMOMETERS PROVIDED AND CONSPICUOUS - Comments: Prep cooler missing thermometers and conspicuous area. Must obtain and maintain.	41.809372	-87.610146	(41.809372191240705, -87.61014589939184)
109011	2159519	SUBWAY	SUBWAY	1574489.0	Restaurant	Risk 1 (High)	2300 N MILWAUKEE AVE	CHICAGO	IL	60647.0	04/05/2018	Canvass Re-Inspection	Pass	36. LIGHTING: REQUIRED MINIMUM FOOT-CANDLES OF LIGHT PROVIDED, FIXTURES SHIELDED - Comments: Found the rear closet with the water heater and mop sink in it to have no lighting. Instructed facility to install adequate lighting and to maintain.	41.922843	-87.697487	(41.922842576706046, -87.69748748180638)
109012	2169640	THE BLACK FIRE BRIGADE ORG.	THE BLACK FIRE BRIGADE ORG.	2589092.0	NOT-FOR-PROFIT CLUB	Risk 2 (Medium)	8404 S KEDZIE AVE	CHICAGO	IL	60652.0	05/11/2018	License Re-Inspection	Pass	NaN	41.740484	-87.702287	(41.74048386093074, -87.70228691835008)
109013	2169922	LEAMINGTON FOODS	LEAMINGTON FOODS	36690.0	Grocery Store	Risk 2 (Medium)	5467 W MADISON ST	CHICAGO	IL	60644.0	05/17/2018	Complaint Re-Inspection	Fail	14. PREVIOUS SERIOUS VIOLATION CORRECTED, 7-42-090 - Comments: 14 - PREVIOUS SERIOUS VIOLATION FROM REPORT #2169372 ON 5/8/18 NOT CORRECTED: 29 - PREVIOUS MINOR VIOLATION FROM REPORT #2135983 ON 1/25/18 NOT CORRECTED: 38 - OBSERVED THE LEFT COMPARTMENT OF THE 3 COMPARTMENT SINK LEAKING WATER FROM THE SINK STOPPER LEVER. MANAGEMENT INSTRUCTED TO REPAIR THE LEAK. CRITICAL VIOLATION 7-42-090. \| 35. WALLS, CEILINGS, ATTACHED EQUIPMENT CONSTRUCTED PER CODE: GOOD REPAIR, SURFACES CLEAN AND DUST-LESS CLEANING METHODS - Comments: REPLACE THE WATER STAINED CEILING TILES IN THE ROOM OUTSIDE OF THE MEAT WALK-IN COOLER AND ABOVE THE SALES FLOOR. \| 36. LIGHTING: REQUIRED MINIMUM FOOT-CANDLES OF LIGHT PROVIDED, FIXTURES SHIELDED - Comments: REPLACE THE CRACKED LIGHT SHIELD IN THE MEAT CUTTING ROOM. REPLACE THE NON-WORKING LIGHTS IN THE MEAT CUTTING ROOM ABOVE THE 3 COMPARTMENT SINK. \| 38. VENTILATION: ROOMS AND EQUIPMENT VENTED AS REQUIRED: PLUMBING: INSTALLED AND MAINTAINED - Comments: OBSERVED LOW HOT WATER PRESSURE AT THE EXPOSED HANDWASHING SINK AND 3 COMPARTMENT SINKS IN THE MEAT CUTTING ROOM. MUST PROVIDE ADDITIONAL WATER PRESSURE.	41.880168	-87.762539	(41.88016817361682, -87.76253909209875)
109014	2166494	SI-PIE	SI-PIE	2594598.0	Restaurant	Risk 1 (High)	3349 N SHEFFIELD AVE	CHICAGO	IL	60657.0	04/23/2018	License Re-Inspection	Pass	35. WALLS, CEILINGS, ATTACHED EQUIPMENT CONSTRUCTED PER CODE: GOOD REPAIR, SURFACES CLEAN AND DUST-LESS CLEANING METHODS - Comments: FOUND WALLS AT MAIN KITCHEN WITH HOLES. MUST SEAL.	41.943198	-87.654060	(41.943197684209125, -87.65405954840116)
109015	2176368	MO'S ASIAN BISTRO	MO'S ASIAN BISTRO	2379500.0	Restaurant	Risk 1 (High)	1353-1355 W FULLERTON AVE	CHICAGO	IL	60614.0	05/25/2018	Canvass Re-Inspection	Pass	30. FOOD IN ORIGINAL CONTAINER, PROPERLY LABELED: CUSTOMER ADVISORY POSTED AS NEEDED - Comments: OBSERVED READY TO EAT FOOD ITEMS NOT PROPERLY LABELED. MUST LABEL AND DATE ITEMS WITH THE PRODUCT NAME PREPARED BY DATE AND OR USUED BY DATE. MUST LABEL BULK FOOD STORAGE CONTAINERS IN REAR PREP AREA AND MUST MAINTAIN.	41.925118	-87.662634	(41.92511824037609, -87.6626343537517)
109016	2167055	NEW HORIZON CENTER FOR DEVELOPMENT DISABLED CHILDR	NEW HORIZON CENTER	1981906.0	School	Risk 1 (High)	6737 W FOREST PRESERVE DR	CHICAGO	IL	60634.0	05/02/2018	Canvass	Pass w/ Conditions	21. * CERTIFIED FOOD MANAGER ON SITE WHEN POTENTIALLY HAZARDOUS FOODS ARE PREPARED AND SERVED - Comments: FOUND NO CERTIFIED FOOD MANAGER ON SITE WHEN HANDLING POTENTIALLY HAZARDOUS FOODS (SANDWICHES, SOUPS, SALADS, CHICKEN, BEEF ETC). INSTRUCTED PERSON IN CHARGE, A CERTIFIED FOOD MANAGER WITH CITY OF CHICAGO FOOD SERVICE SANITATION MUST BE PRESENT WHEN HANDLING POTENTIALLY HAZARDOUS FOODS. SERIOUS VIOLATION 7-38-012 \| 32. FOOD AND NON-FOOD CONTACT SURFACES PROPERLY DESIGNED, CONSTRUCTED AND MAINTAINED - Comments: INSTRUCTED TO PROVIDE SPLASH GUARD OR DIVIDER BETWEEN EXPOSED HAND SINK AND 3 COMPARTMENT SINK DRAIN BOARD IN PREP/COOKING AREA.---------MUST REPLACE CHIPPED ICE SCOOP (HANGING ON SIDE OF ICE MACHINE).--------- MUST SEAL OR PAINT RAW WOOD SHELVES IN REAR STORAGE (MAINTENANCE) ROOM. \| 33. FOOD AND NON-FOOD CONTACT EQUIPMENT UTENSILS CLEAN, FREE OF ABRASIVE DETERGENTS - Comments: INSTRUCTED TO CLEAN AND MAINTAIN INTERIOR SURFACES OF REACH-IN FREEZER IN REAR MAINTENANCE STORAGE ROOM.-------MUST CLEAN DISH TRAY WITH DRIED FOOD DEBRIS ON SURFACES INSIDE STORAGE CABINETS IN DINING AREA. \| 41. PREMISES MAINTAINED FREE OF LITTER, UNNECESSARY ARTICLES, CLEANING EQUIPMENT PROPERLY STORED - Comments: NOTED EMPLOYEE BELONGINGS STORED IN PREP/COOKING AREA. INSTRUCTED TO PROPERLY STORED INSIDE EMPLOYEE LOCKER ROOM.	41.959415	-87.795397	(41.9594147126515, -87.7953974967148)
109017	2181780	BOJONOS	BOJONOS PIZZERIA	2594853.0	Restaurant	Risk 1 (High)	4187-4189 N CLARENDON AVE	CHICAGO	IL	60613.0	06/21/2018	License	Pass	NaN	41.958134	-87.649657	(41.95813411500559, -87.64965709096715)
109018	2166643	IRON LOTUS	IRON LOTUS	2589453.0	Restaurant	Risk 1 (High)	1443-1445 W FULLERTON AVE	CHICAGO	IL	60614.0	04/24/2018	License	Pass	NaN	41.925084	-87.665044	(41.925083972361364, -87.66504399327398)
109019	2169351	JIMMY JOHN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

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